most citedMulti-Granularity Regularized Re-Balancing for Class Incremental Learning

28 citations

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2 papers

cs.CV2025

AM-Net: Adaptively Aligned Multi-Scale Moment for Few-Shot Action Recognition

Zilin Gao, Qilong Wang, Bingbing Zhang +2

Thanks to capability to alleviate the cost of large-scale annotation, few-shot action recognition (FSAR) has attracted increased attention of researchers in recent years. Existing…

cs.CV2022★ 28 cited

Multi-Granularity Regularized Re-Balancing for Class Incremental Learning

Huitong Chen, Yu Wang, Qinghua Hu

Deep learning models suffer from catastrophic forgetting when learning new tasks incrementally. Incremental learning has been proposed to retain the knowledge of old classes while…